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Keyword Spotting on Google Speech Commands v1 (test)

98Accuracy

BC-ResNet-8

Updated 4d ago

Evaluation Results

Method	Links
BC-ResNet-8 2021.06		98
BC-ResNet-6 2021.06		97.9
BC-ResNet-3 2021.06		97.6
MatchboxNet-3x2x64 2021.06		97.5
BC-ResNet-2 2021.06		97.3
MHAtt-RNN 2020.05		97.2
BC-ResNet-1.5 2021.06		97.2
MatchboxNet-3x1x64 2021.06		97.2
MHAtt-RNN 2021.06		97.2
TC-ResNet 2020.05		97.1
DSCNN+strd 2020.05		97
CRNN 2020.05		97
Attention RNN 2018.08		96.9
LSTM 2020.05		96.9
EdgeSpeechNet-A 2020.04		96.8
DenseNet-BC-100 2020.04		96.77
DS-ResNet18 2021.06		96.7
GRU 2020.05		96.6
TC-ResNet 2020.05		96.6
TC-ResNet14-1.5 2021.06		96.6
TENet12 2021.06		96.6
BC-ResNet-1 2021.06		96.6
SVDF 2020.05		96.3
S4D-Lin 2022.06		96.25
SSAST 250 2021.10		96.2
S4D-Inv 2022.06		96.18
S4-LegS 2022.06		96.08
SSAST 400 2021.10		96
DS-ResNet14 2021.06		95.9
S4D-LegS 2022.06		95.83
res15 2018.08		95.8
ResNet-15 2021.06		95.8
Attention RNN 2018.08		95.6
Att-RNN 2020.05		95.6
Att-RNN 2021.06		95.6
ConvNet 2022.06		95.51
AST-IM + KD 2021.10		95.5
DS-CNN 2018.08		95.4
CNN+strd 2020.05		95.4
DSCNN+strd 2020.05		95.4
S4-(LegS/FouT) 2022.06		95.32
S4-FouT 2022.06		95.27
res26 2018.08		95.2
CRNN 2020.05		95
LSTM 2020.05		94.8
GRU 2020.05		94.7
res8 2018.08		94.1
CNN+strd 2020.05		92.7
S4D-Inv 2022.06		91.8
AST-AudioSet 2021.10		91.6
S4-FouT 2022.06		91.59
S4D-Lin 2022.06		91.58
S4-LegS 2022.06		91.32
DNN 2020.05		91.2
S4D-LegS 2022.06		91.08
S4-(LegS/FouT) 2022.06		90.72
ConvNet on raw WAV 2018.08		89.4
AST-Scratch 2021.10		87.2
DNN 2020.05		86.7
XResNet-50 2022.06		83.01
ResNet-18 2022.06		77.86
TRILL 2020.10		74
COLA 2020.10		71.7
InceptionNet 2022.06		61.24
ResNet-18 2022.06		8.74
XResNet-50 2022.06		7.72
ConvNet 2022.06		7.26
InceptionNet 2022.06		5.18